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Large Language Model

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TitleStatusHype
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic LensCode1
Single-agent or Multi-agent Systems? Why Not Both?—0
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning—0
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-trainingCode11
Multi-agent Systems for Misinformation Lifecycle : Detection, Correction And Source Identification—0
UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic informationCode1
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning ModelsCode0
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question AnsweringCode0
How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance—0
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel DecodingCode2
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human ActionsCode0
Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning—0
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation QualityCode0
SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images—0
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning—0
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling—0
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation—0
Incremental Sequence Classification with Temporal Consistency—0
CASTILLO: Characterizing Response Length Distributions of Large Language ModelsCode0
AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-trainingCode0
Large Language Model-Empowered Interactive Load Forecasting—0
ChemMLLM: Chemical Multimodal Large Language ModelCode1
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts—0
Scalable and Interpretable Contextual Bandits: A Literature Review and Retail Offer Prototype—0
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering—0
A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial OptimizationCode1
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models—0
CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning—0
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions—0
Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine—0
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks—0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification—0
Reward Is Enough: LLMs Are In-Context Reinforcement Learners—0
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction—0
CRAKEN: Cybersecurity LLM Agent with Knowledge-Based ExecutionCode1
AutoData: A Multi-Agent System for Open Web Data CollectionCode0
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following BehaviorCode1
Aligning Dialogue Agents with Global Feedback via Large Language Model Reward Decomposition—0
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval—0
MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling—0
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model EditingCode0
Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling—0
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective—0
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question AnsweringCode0
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic SystemCode0
CP-LLM: Context and Pixel Aware Large Language Model for Video Quality Assessment—0
Web-Shepherd: Advancing PRMs for Reinforcing Web AgentsCode2
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